Juan Gómez-Luna

197 papers A* 22A 9B 16C 3Misc 1Journal 121Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System.
CoRR
Marzieh Barkhordar, Alireza Tabatabaeian, Mohammad Sadrosadati, Christina Giannoula, Juan Gómez-Luna, Izzat El Hajj, Onur Mutlu, Alaa R. Alameldeen
2026 J jnl
In-memory operators for medical image processing.
Future Gener. Comput. Syst.
Héctor Martínez, Juan Gómez-Luna, Rafael Palomar, Joaquín Olivares
2025 — conf
ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System.
IISWC
Marzieh Barkhordar, Alireza Tabatabaeian, Mohammad Sadrosadati, Christina Giannoula, Juan Gómez-Luna, Izzat El Hajj, Onur Mutlu, Alaa R. Alameldeen
2025 — conf
Accelerating Triangle Counting with Real Processing-in-Memory Systems.
IPDPS (Workshops)
Lorenzo Asquini, Manos Frouzakis, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Francesco Silvestri
2025 J jnl
Accelerating Triangle Counting with Real Processing-in-Memory Systems.
CoRR
Lorenzo Asquini, Manos Frouzakis, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Francesco Silvestri
2025 — conf
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System.
ASPLOS (2)
Yintao He, Haiyu Mao, Christina Giannoula, Mohammad Sadrosadati, Juan Gómez-Luna, Huawei Li, Xiaowei Li, Ying Wang, Onur Mutlu
2025 J jnl
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System.
CoRR
Yintao He, Haiyu Mao, Christina Giannoula, Mohammad Sadrosadati, Juan Gómez-Luna, Huawei Li, Xiaowei Li, Ying Wang, Onur Mutlu
2025 J jnl
PIMDAL: Mitigating the Memory Bottleneck in Data Analytics using a Real Processing-in-Memory System.
CoRR
Manos Frouzakis, Juan Gómez-Luna, Geraldo F. Oliveira, Mohammad Sadrosadati, Onur Mutlu
2025 B conf
POSTER: DaPPA: A Data-Parallel Programming Framework for Processing-in-Memory Architectures.
PACT
Geraldo F. Oliveira, Alain Kohli, David Novo, Ataberk Olgun, A. Giray Yaglikçi, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2025 B conf
POSTER: PIMAP: Characterizing a Real Processing-in-Memory System for Analytical Data Processing.
PACT
Manos Frouzakis, Juan Gómez-Luna, Geraldo F. Oliveira, Mohammad Sadrosadati, Onur Mutlu
2025 J jnl
Proteus: Achieving High-Performance Processing-Using-DRAM via Dynamic Precision Bit-Serial Arithmetic.
CoRR
Geraldo F. Oliveira, Mayank Kabra, Yuxin Guo, Kangqi Chen, A. Giray Yaglikçi, Melina Soysal, Mohammad Sadrosadati, Joaquín Olivares, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2025 A conf
Proteus: Achieving High-Performance Processing-Using-DRAM with Dynamic Bit-Precision, Adaptive Data Representation, and Flexible Arithmetic.
ICS
Geraldo Francisco de Oliveira Junior, Mayank Kabra, Yuxin Guo, Kangqi Chen, Abdullah Giray Yaglikçi, Melina Soysal, Mohammad Sadrosadati, Joaquín Olivares Bueno, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2025 — conf
PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures.
SIGMETRICS (Abstracts)
Christina Giannoula, Peiming Yang, Ivan Fernandez, Jiacheng Yang, Sankeerth Durvasula, Yu Xin Li, Mohammad Sadrosadati, Juan Gómez-Luna, Onur Mutlu, Gennady Pekhimenko
2024 J jnl
Accelerating Graph Neural Networks on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Peiming Yang, Ivan Fernandez Vega, Jiacheng Yang, Yu Xin Li, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko
2024 J jnl
Analysis of Distributed Optimization Algorithms on a Real Processing-In-Memory System.
CoRR
Steve Rhyner, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Jiawei Jiang, Ataberk Olgun, Harshita Gupta, Ce Zhang, Onur Mutlu
2024 J jnl
ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-efficient Genome Analysis.
ACM Trans. Archit. Code Optim.
Can Firtina, Kamlesh R. Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie S. Kim, Taha Shahroodi, Meryem Banu Cavlak, Joël Lindegger, Mohammed Alser, Juan Gómez-Luna, Sreenivas Subramoney, Onur Mutlu
2024 J jnl
BIMSA: accelerating long sequence alignment using processing-in-memory.
Bioinform.
Alejandro Alonso-Marín, Ivan Fernandez, Quim Aguado-Puig, Juan Gómez-Luna, Santiago Marco-Sola, Onur Mutlu, Miquel Moretó
2024 J jnl
Cross-core Data Sharing for Energy-efficient GPUs.
ACM Trans. Archit. Code Optim.
Hajar Falahati, Mohammad Sadrosadati, Qiumin Xu, Juan Gómez-Luna, Banafsheh Saber Latibari, Hyeran Jeon, Shaahin Hessabi, Hamid Sarbazi-Azad, Onur Mutlu, Murali Annavaram, Massoud Pedram
2024 J jnl
EcoFlow: Efficient Convolutional Dataflows on Low-Power Neural Network Accelerators.
IEEE Trans. Computers
Lois Orosa, Skanda Koppula, Yaman Umuroglu, Konstantinos Kanellopoulos, Juan Gómez-Luna, Michaela Blott, Kees A. Vissers, Onur Mutlu
2024 A* conf
Functionally-Complete Boolean Logic in Real DRAM Chips: Experimental Characterization and Analysis.
HPCA
Ismail Emir Yüksel, Yahya Can Tugrul, Ataberk Olgun, F. Nisa Bostanci, Abdullah Giray Yaglikçi, Geraldo F. Oliveira, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
2024 J jnl
Functionally-Complete Boolean Logic in Real DRAM Chips: Experimental Characterization and Analysis.
CoRR
Ismail Emir Yuksel, Yahya Can Tugrul, Ataberk Olgun, F. Nisa Bostanci, Abdullah Giray Yaglikçi, Geraldo F. Oliveira, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
2024 J jnl
Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments.
CoRR
Maciej Besta, Robert Gerstenberger, Patrick Iff, Pournima Sonawane, Juan Gómez-Luna, Raghavendra Kanakagiri, Rui Min, Onur Mutlu, Torsten Hoefler, Raja Appuswamy, Aidan O'Mahony
2024 J jnl
MATSA: An MRAM-Based Energy-Efficient Accelerator for Time Series Analysis.
IEEE Access
Ivan Fernandez, Christina Giannoula, Aditya Manglik, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2024 A* conf
MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Computing.
HPCA
Geraldo F. Oliveira, Ataberk Olgun, Abdullah Giray Yaglikçi, F. Nisa Bostanci, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu
2024 J jnl
MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Processing.
CoRR
Geraldo F. Oliveira, Ataberk Olgun, Abdullah Giray Yaglikçi, F. Nisa Bostanci, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu
2024 B conf
PIM-Opt: Demystifying Distributed Optimization Algorithms on a Real-World Processing-In-Memory System.
PACT
Steve Rhyner, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Jiawei Jiang, Ataberk Olgun, Harshita Gupta, Ce Zhang, Onur Mutlu
2024 J jnl
PUMA: Efficient and Low-Cost Memory Allocation and Alignment Support for Processing-Using-Memory Architectures.
CoRR
Geraldo F. Oliveira, Emanuele G. Esposito, Juan Gómez-Luna, Onur Mutlu
2024 J jnl
PyGim : An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures.
Proc. ACM Meas. Anal. Comput. Syst.
Christina Giannoula, Peiming Yang, Ivan Fernandez, Jiacheng Yang, Sankeerth Durvasula, Yu Xin Li, Mohammad Sadrosadati, Juan Gómez-Luna, Onur Mutlu, Gennady Pekhimenko
2024 A conf
Read Disturbance in High Bandwidth Memory: A Detailed Experimental Study on HBM2 DRAM Chips.
DSN
Ataberk Olgun, Majd Osseiran, A. Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu
2024 A conf
Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis.
DSN
Ismail Emir Yüksel, Yahya Can Tugrul, F. Nisa Bostanci, Geraldo F. Oliveira, A. Giray Yaglikçi, Ataberk Olgun, Melina Soysal, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
2024 J jnl
Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis.
CoRR
Ismail Emir Yuksel, Yahya Can Tugrul, F. Nisa Bostanci, Geraldo F. Oliveira, Abdullah Giray Yaglikçi, Ataberk Olgun, Melina Soysal, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
2024 J jnl
SparseACC: A Generalized Linear Model Accelerator for Sparse Datasets.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jie Zhang, Hongjing Huang, Jie Sun, Juan Gómez-Luna, Onur Mutlu, Zeke Wang
2024 B conf
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems.
ISPASS
Kailash Gogineni, Sai Santosh Dayapule, Juan Gómez-Luna, Karthikeya Gogineni, Peng Wei, Tian Lan, Mohammad Sadrosadati, Onur Mutlu, Guru Venkataramani
2024 J jnl
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems.
CoRR
Kailash Gogineni, Sai Santosh Dayapule, Juan Gómez-Luna, Karthikeya Gogineni, Peng Wei, Tian Lan, Mohammad Sadrosadati, Onur Mutlu, Guru Venkataramani
2023 J jnl
A framework for high-throughput sequence alignment using real processing-in-memory systems.
Bioinform.
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2023 J jnl
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems.
IEEE Trans. Emerg. Top. Comput.
Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu
2023 — conf
An Experimental Analysis of RowHammer in HBM2 DRAM Chips.
DSN-S
Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
An Experimental Analysis of RowHammer in HBM2 DRAM Chips.
CoRR
Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
Casper: Accelerating Stencil Computations Using Near-Cache Processing.
IEEE Access
Alain Denzler, Geraldo F. Oliveira, Nastaran Hajinazar, Rahul Bera, Gagandeep Singh, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
DaPPA: A Data-Parallel Framework for Processing-in-Memory Architectures.
CoRR
Geraldo F. Oliveira, Alain Kohli, David Novo, Juan Gómez-Luna, Onur Mutlu
2023 — conf
Evaluating Homomorphic Operations on a Real-World Processing-In-Memory System.
IISWC
Harshita Gupta, Mayank Kabra, Juan Gómez-Luna, Konstantinos Kanellopoulos, Onur Mutlu
2023 J jnl
Evaluating Homomorphic Operations on a Real-World Processing-In-Memory System.
CoRR
Harshita Gupta, Mayank Kabra, Juan Gómez-Luna, Konstantinos Kanellopoulos, Onur Mutlu
2023 B conf
Evaluating Machine LearningWorkloads on Memory-Centric Computing Systems.
ISPASS
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu
2023 J jnl
Extending Memory Capacity in Modern Consumer Systems With Emerging Non-Volatile Memory: Experimental Analysis and Characterization Using the Intel Optane SSD.
IEEE Access
Geraldo F. Oliveira, Saugata Ghose, Juan Gómez-Luna, Amirali Boroumand, Alexis Savery, Sonny Rao, Salman Qazi, Gwendal Grignou, Rahul Thakur, Eric Shiu, Onur Mutlu
2023 J jnl
GVLE: a highly optimized GPU-based implementation of variable-length encoding.
J. Supercomput.
Antonio Fuentes-Alventosa, Juan Gómez-Luna, Rafael Medina Carnicer
2023 B conf
High-Performance and Scalable Agent-Based Simulation with BioDynaMo.
PPoPP
Lukas Breitwieser, Ahmad Hesam, Fons Rademakers, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
High-Performance and Scalable Agent-Based Simulation with BioDynaMo.
CoRR
Lukas Breitwieser, Ahmad Hesam, Fons Rademakers, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
PULSAR: Simultaneous Many-Row Activation for Reliable and High-Performance Computing in Off-the-Shelf DRAM Chips.
CoRR
Ismail Emir Yuksel, Yahya Can Tugrul, F. Nisa Bostanci, Abdullah Giray Yaglikçi, Ataberk Olgun, Geraldo F. Oliveira, Melina Soysal, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
2023 J jnl
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM.
ACM Trans. Archit. Code Optim.
Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu
2023 A conf
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.
ICS
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2023 J jnl
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.
CoRR
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2023 J jnl
Scrooge: a fast and memory-frugal genomic sequence aligner for CPUs, GPUs, and ASICs.
Bioinform.
Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Nika Mansouri-Ghiasi, Onur Mutlu
2023 B conf
SimplePIM: A Software Framework for Productive and Efficient Processing-in-Memory.
PACT
Jinfan Chen, Juan Gómez-Luna, Izzat El Hajj, Yuxin Guo, Onur Mutlu
2023 J jnl
SimplePIM: A Software Framework for Productive and Efficient Processing-in-Memory.
CoRR
Jinfan Chen, Juan Gómez-Luna, Izzat El Hajj, Yuxin Guo, Onur Mutlu
2023 J jnl
TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems.
CoRR
Maurus Item, Juan Gómez-Luna, Yuxin Guo, Geraldo F. Oliveira, Mohammad Sadrosadati, Onur Mutlu
2023 B conf
TransPimLib: Efficient Transcendental Functions for Processing-in-Memory Systems.
ISPASS
Maurus Item, Geraldo F. Oliveira, Juan Gómez-Luna, Mohammad Sadrosadati, Yuxin Guo, Onur Mutlu
2023 J jnl
Understanding Read Disturbance in High Bandwidth Memory: An Experimental Analysis of Real HBM2 DRAM Chips.
CoRR
Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu
2023 A* conf
Venice: Improving Solid-State Drive Parallelism at Low Cost via Conflict-Free Accesses.
ISCA
Rakesh Nadig, Mohammad Sadrosadati, Haiyu Mao, Nika Mansouri-Ghiasi, Arash Tavakkol, Jisung Park, Hamid Sarbazi-Azad, Juan Gómez-Luna, Onur Mutlu
2023 J jnl
Venice: Improving Solid-State Drive Parallelism at Low Cost via Conflict-Free Accesses.
CoRR
Rakesh Nadig, Mohammad Sadrosadati, Haiyu Mao, Nika Mansouri-Ghiasi, Arash Tavakkol, Jisung Park, Hamid Sarbazi-Azad, Juan Gómez-Luna, Onur Mutlu
2022 A conf
A Compiler Framework for Optimizing Dynamic Parallelism on GPUs.
CGO
Mhd Ghaith Olabi, Juan Gómez-Luna, Onur Mutlu, Wen-Mei Hwu, Izzat El Hajj
2022 J jnl
A Compiler Framework for Optimizing Dynamic Parallelism on GPUs.
CoRR
Mhd Ghaith Olabi, Juan Gómez-Luna, Onur Mutlu, Wen-mei W. Hwu, Izzat El Hajj
2022 J jnl
A Framework for High-throughput Sequence Alignment using Real Processing-in-Memory Systems.
CoRR
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2022 J jnl
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems.
CoRR
Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu
2022 J jnl
Accelerating Neural Network Inference With Processing-in-DRAM: From the Edge to the Cloud.
IEEE Micro
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu
2022 J jnl
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud.
CoRR
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu
2022 J jnl
Accelerating Time Series Analysis via Processing using Non-Volatile Memories.
CoRR
Ivan Fernandez, Aditya Manglik, Christina Giannoula, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 J jnl
Accelerating Weather Prediction Using Near-Memory Reconfigurable Fabric.
ACM Trans. Reconfigurable Technol. Syst.
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu
2022 — conf
Algorithmic Improvement and GPU Acceleration of the GenASM Algorithm.
IPDPS Workshops
Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu
2022 J jnl
Algorithmic Improvement and GPU Acceleration of the GenASM Algorithm.
CoRR
Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu
2022 J jnl
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System.
CoRR
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu
2022 J jnl
ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis.
CoRR
Can Firtina, Kamlesh R. Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie S. Kim, Taha Shahroodi, Meryem Banu Cavlak, Joël Lindegger, Mohammed Alser, Juan Gómez-Luna, Sreenivas Subramoney, Onur Mutlu
2022 J jnl
Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System.
IEEE Access
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2022 J jnl
CAVLCU: an efficient GPU-based implementation of CAVLC.
J. Supercomput.
Antonio Fuentes-Alventosa, Juan Gómez-Luna, José María González-Linares, Nicolás Guil, Rafael Medina Carnicer
2022 J jnl
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators.
CoRR
Lois Orosa, Skanda Koppula, Yaman Umuroglu, Konstantinos Kanellopoulos, Juan Gómez-Luna, Michaela Blott, Kees A. Vissers, Onur Mutlu
2022 — conf
Exploiting Near-Data Processing to Accelerate Time Series Analysis.
ISVLSI
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 J jnl
Exploiting Near-Data Processing to Accelerate Time Series Analysis.
CoRR
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2022 A* conf
Flash-Cosmos: In-Flash Bulk Bitwise Operations Using Inherent Computation Capability of NAND Flash Memory.
MICRO
Jisung Park, Roknoddin Azizi, Geraldo F. Oliveira, Mohammad Sadrosadati, Rakesh Nadig, David Novo, Juan Gómez-Luna, Myungsuk Kim, Onur Mutlu
2022 J jnl
Flash-Cosmos: In-Flash Bulk Bitwise Operations Using Inherent Computation Capability of NAND Flash Memory.
CoRR
Jisung Park, Roknoddin Azizi, Geraldo F. Oliveira, Mohammad Sadrosadati, Rakesh Nadig, David Novo, Juan Gómez-Luna, Myungsuk Kim, Onur Mutlu
2022 J jnl
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector.
J. Real Time Image Process.
Antonio Fuentes-Alventosa, Juan Gómez-Luna, Rafael Medina Carnicer
2022 J jnl
Going From Molecules to Genomic Variations to Scientific Discovery: Intelligent Algorithms and Architectures for Intelligent Genome Analysis.
CoRR
Mohammed Alser, Joël Lindegger, Can Firtina, Nour Almadhoun, Haiyu Mao, Gagandeep Singh, Juan Gómez-Luna, Onur Mutlu
2022 — conf
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases.
ISVLSI
Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2022 J jnl
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases.
CoRR
Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2022 — conf
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.
IPDPS Workshops
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2022 J jnl
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.
CoRR
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2022 C conf
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning.
ICCD
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
2022 J jnl
LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning.
CoRR
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
2022 — conf
Machine Learning Training on a Real Processing-in-Memory System.
ISVLSI
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu
2022 J jnl
Machine Learning Training on a Real Processing-in-Memory System.
CoRR
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu
2022 — conf
Methodologies, Workloads, and Tools for Processing-in-Memory: Enabling the Adoption of Data-Centric Architectures.
ISVLSI
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu
2022 J jnl
Methodologies, Workloads, and Tools for Processing-in-Memory: Enabling the Adoption of Data-Centric Architectures.
CoRR
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu
2022 A* conf
Morpheus: Extending the Last Level Cache Capacity in GPU Systems Using Idle GPU Core Resources.
MICRO
Sina Darabi, Mohammad Sadrosadati, Negar Akbarzadeh, Joël Lindegger, Mohammad Hosseini, Jisung Park, Juan Gómez-Luna, Onur Mutlu, Hamid Sarbazi-Azad
2022 J jnl
Morpheus: Extending the Last Level Cache Capacity in GPU Systems Using Idle GPU Core Resources.
CoRR
Sina Darabi, Mohammad Sadrosadati, Joël Lindegger, Negar Akbarzadeh, Mohammad Hosseini, Jisung Park, Juan Gómez-Luna, Hamid Sarbazi-Azad, Onur Mutlu
2022 — conf
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques.
ISVLSI
Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu
2022 J jnl
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques.
CoRR
Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu
2022 J jnl
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory.
CoRR
Nika Mansouri-Ghiasi, Mohammad Sadrosadati, Geraldo F. Oliveira, Konstantinos Kanellopoulos, Rachata Ausavarungnirun, Juan Gómez-Luna, Aditya Manglik, João Dinis Ferreira, Jeremie S. Kim, Christina Giannoula, Nandita Vijaykumar, Jisung Park, Onur Mutlu
2022 J jnl
Scrooge: A Fast and Memory-Frugal Genomic Sequence Aligner for CPUs, GPUs, and ASICs.
CoRR
Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Nika Mansouri-Ghiasi, Onur Mutlu
2022 J jnl
SeGraM: A Universal Hardware Accelerator for Genomic Sequence-to-Graph and Sequence-to-Sequence Mapping.
CoRR
Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2022 A* conf
SeGraM: a universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping.
ISCA
Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2022 J jnl
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning.
CoRR
Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
2022 A* conf
Sibyl: adaptive and extensible data placement in hybrid storage systems using online reinforcement learning.
ISCA
Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
2022 — conf
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
ISVLSI
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
Proc. ACM Meas. Anal. Comput. Syst.
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 — conf
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.
SIGMETRICS (Abstracts)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 J jnl
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.
CoRR
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2022 A* conf
pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables.
MICRO
João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2021 — conf
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware.
IGSC (Workshops)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware.
CoRR
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture.
CoRR
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
BurstLink: Techniques for Energy-Efficient Conventional and Virtual Reality Video Display.
CoRR
Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu
2021 A* conf
BurstLink: Techniques for Energy-Efficient Video Display for Conventional and Virtual Reality Systems.
MICRO
Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu
2021 A* conf
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations.
ISCA
Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu
2021 J jnl
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations.
CoRR
Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu
2021 J jnl
Casper: Accelerating Stencil Computation using Near-cache Processing.
CoRR
Alain Denzler, Rahul Bera, Nastaran Hajinazar, Gagandeep Singh, Geraldo F. Oliveira, Juan Gómez-Luna, Onur Mutlu
2021 J jnl
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks.
IEEE Access
Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu
2021 J jnl
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks.
CoRR
Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu
2021 J jnl
Extending Memory Capacity in Consumer Devices with Emerging Non-Volatile Memory: An Experimental Study.
CoRR
Geraldo F. Oliveira, Saugata Ghose, Juan Gómez-Luna, Amirali Boroumand, Alexis Savery, Sonny Rao, Salman Qazi, Gwendal Grignou, Rahul Thakur, Eric Shiu, Onur Mutlu
2021 J jnl
FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications.
IEEE Micro
Gagandeep Singh, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu
2021 J jnl
FPGA-based Near-Memory Acceleration of Modern Data-Intensive Applications.
CoRR
Gagandeep Singh, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu
2021 A* conf
IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern Processors.
ISCA
Jawad Haj-Yahya, Lois Orosa, Jeremie S. Kim, Juan Gómez-Luna, Abdullah Giray Yaglikçi, Mohammed Alser, Ivan Puddu, Onur Mutlu
2021 J jnl
IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern Processors.
CoRR
Jawad Haj-Yahya, Jeremie S. Kim, Abdullah Giray Yaglikçi, Ivan Puddu, Lois Orosa, Juan Gómez-Luna, Mohammed Alser, Onur Mutlu
2021 A conf
Modeling FPGA-Based Systems via Few-Shot Learning.
FPGA
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
2021 J jnl
NERO: Accelerating Weather Prediction using Near-Memory Reconfigurable Fabric.
CoRR
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu
2021 J jnl
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM.
CoRR
Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu
2021 J jnl
SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM.
CoRR
Nastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio, João Dinis Ferreira, Nika Mansouri-Ghiasi, Minesh Patel, Mohammed Alser, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2021 A* conf
SIMDRAM: a framework for bit-serial SIMD processing using DRAM.
ASPLOS
Nastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio, João Dinis Ferreira, Nika Mansouri-Ghiasi, Minesh Patel, Mohammed Alser, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2021 A* conf
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
MICRO
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
CoRR
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
SneakySnake: a fast and accurate universal genome pre-alignment filter for CPUs, GPUs and FPGAs.
Bioinform.
Mohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu
2021 A* conf
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures.
HPCA
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2021 J jnl
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures.
CoRR
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
2021 J jnl
pLUTo: In-DRAM Lookup Tables to Enable Massively Parallel General-Purpose Computation.
CoRR
João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2020 J jnl
A Modern Primer on Processing in Memory.
CoRR
Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun
2020 J jnl
Accelerating B-spline Interpolation on GPUs: Application to Medical Image Registration.
CoRR
Orestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares
2020 J jnl
Accelerating B-spline interpolation on GPUs: Application to medical image registration.
Comput. Methods Programs Biomed.
Orestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares
2020 J jnl
Accelerating Chan-Vese model with cross-modality guided contrast enhancement for liver segmentation.
Comput. Biol. Medicine
Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares
2020 J jnl
Accelerating Sparse Matrix-Matrix Multiplication with GPU Tensor Cores.
CoRR
Orestis Zachariadis, Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares
2020 J jnl
Accelerating sparse matrix-matrix multiplication with GPU Tensor Cores.
Comput. Electr. Eng.
Orestis Zachariadis, Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares
2020 A conf
Boyi: A Systematic Framework for Automatically Deciding the Right Execution Model of OpenCL Applications on FPGAs.
FPGA
Jiantong Jiang, Zeke Wang, Xue Liu, Juan Gómez-Luna, Nan Guan, Qingxu Deng, Wei Zhang, Onur Mutlu
2020 A* conf
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching.
MICRO
Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu
2020 J jnl
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching.
CoRR
Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu
2020 J jnl
Fast parallel vessel segmentation.
Comput. Methods Programs Biomed.
Nitin Satpute, Rabia Naseem, Rafael Palomar, Orestis Zachariadis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares
2020 J jnl
GPU acceleration of liver enhancement for tumor segmentation.
Comput. Methods Programs Biomed.
Nitin Satpute, Rabia Naseem, Egidijus Pelanis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Ole Jakob Elle, Joaquín Olivares
2020 A* conf
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis.
MICRO
Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2020 J jnl
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis.
CoRR
Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2020 C conf
NATSA: A Near-Data Processing Accelerator for Time Series Analysis.
ICCD
Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu
2020 J jnl
NATSA: A Near-Data Processing Accelerator for Time Series Analysis.
CoRR
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
2020 B conf
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling.
FPL
Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
2020 J jnl
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling.
CoRR
Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
2020 J jnl
SIMDRAM: A Framework for Bit-Serial SIMD Processing Using DRAM.
CoRR
Nastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio, João Dinis Ferreira, Nika Mansouri-Ghiasi, Minesh Patel, Mohammed Alser, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2019 J jnl
A Workload and Programming Ease Driven Perspective of Processing-in-Memory.
CoRR
Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu
2019 B conf
Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures.
ICPE
Sitao Huang, Li-Wen Chang, Izzat El Hajj, Simon Garcia De Gonzalo, Juan Gómez-Luna, Sai Rahul Chalamalasetti, Mohamed El-Hadedy, Dejan S. Milojicic, Onur Mutlu, Deming Chen, Wen-mei W. Hwu
2019 A conf
Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs.
CGO
Simon Garcia De Gonzalo, Sitao Huang, Juan Gómez-Luna, Simon D. Hammond, Onur Mutlu, Wen-Mei Hwu
2019 J jnl
Dataplant: In-DRAM Security Mechanisms for Low-Cost Devices.
CoRR
Lois Orosa, Yaohua Wang, Ivan Puddu, Mohammad Sadrosadati, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Arash Tavakkol, Minesh Patel, Jeremie S. Kim, Vivek Seshadri, Uksong Kang, Saugata Ghose, Rodolfo Azevedo, Onur Mutlu
2019 A* conf
Enabling Practical Processing in and near Memory for Data-Intensive Computing.
DAC
Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun
2019 J jnl
Enabling Practical Processing in and near Memory for Data-Intensive Computing.
CoRR
Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun
2019 A* conf
NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning.
DAC
Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal
2019 J jnl
Processing Data Where It Makes Sense: Enabling In-Memory Computation.
CoRR
Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun
2019 J jnl
Processing data where it makes sense: Enabling in-memory computation.
Microprocess. Microsystems
Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun
2019 J jnl
Processing-in-memory: A workload-driven perspective.
IBM J. Res. Dev.
Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu
2019 A* conf
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations.
MICRO
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2019 J jnl
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations.
CoRR
Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2019 J jnl
SneakySnake: A Fast and Accurate Universal Genome Pre-Alignment Filter for CPUs, GPUs, and FPGAs.
CoRR
Mohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu
2018 J jnl
Enabling Efficient RDMA-based Synchronous Mirroring of Persistent Memory Transactions.
CoRR
Arash Tavakkol, Aasheesh Kolli, Stanko Novakovic, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Claude Barthels, Yaohua Wang, Mohammad Sadrosadati, Saugata Ghose, Ankit Singla, Pratap Subrahmanyam, Onur Mutlu
2018 A* conf
FLIN: Enabling Fairness and Enhancing Performance in Modern NVMe Solid State Drives.
ISCA
Arash Tavakkol, Mohammad Sadrosadati, Saugata Ghose, Jeremie S. Kim, Yixin Luo, Yaohua Wang, Nika Mansouri-Ghiasi, Lois Orosa, Juan Gómez-Luna, Onur Mutlu
2018 J jnl
High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms.
Int. J. Parallel Program.
Rafael Palomar, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares Bueno, Ole Jakob Elle
2018 J jnl
High-throughput Ant Colony Optimization on graphics processing units.
J. Parallel Distributed Comput.
José M. Cecilia, Antonio Llanes, José L. Abellán, Juan Gómez-Luna, Li-Wen Chang, Wen-mei W. Hwu
2018 J jnl
Improving tasks throughput on accelerators using OpenCL command concurrency.
CoRR
A. J. Lázaro-Muñoz, José María González-Linares, Juan Gómez-Luna, Nicolás Guil
2018 A conf
MQSim: A Framework for Enabling Realistic Studies of Modern Multi-Queue SSD Devices.
FAST
Arash Tavakkol, Juan Gómez-Luna, Mohammad Sadrosadati, Saugata Ghose, Onur Mutlu
2017 J jnl
A tasks reordering model to reduce transfers overhead on GPUs.
J. Parallel Distributed Comput.
A. J. Lázaro-Muñoz, José María González-Linares, Juan Gómez-Luna, Nicolás Guil
2017 B conf
Chai: Collaborative heterogeneous applications for integrated-architectures.
ISPASS
Juan Gómez-Luna, Izzat El Hajj, Li-Wen Chang, Victor Garcia-Flores, Simon Garcia De Gonzalo, Thomas B. Jablin, Antonio J. Peña, Wen-mei W. Hwu
2017 B conf
Collaborative Computing for Heterogeneous Integrated Systems.
ICPE
Li-Wen Chang, Juan Gómez-Luna, Izzat El Hajj, Sitao Huang, Deming Chen, Wen-mei W. Hwu
2017 Misc conf
Efficient OpenCL-based concurrent tasks offloading on accelerators.
ICCS
A. J. Lázaro-Muñoz, José María González-Linares, Juan Gómez-Luna, Nicolás Guil
2016 B conf
A programming system for future proofing performance critical libraries.
PPoPP
Li-Wen Chang, Izzat El Hajj, Hee-Seok Kim, Juan Gómez-Luna, Abdul Dakkak, Wen-mei W. Hwu
2016 J jnl
Configurable XOR Hash Functions for Banked Scratchpad Memories in GPUs.
IEEE Trans. Computers
Gert-Jan van den Braak, Juan Gómez-Luna, José María González-Linares, Henk Corporaal, Nicolás Guil
2016 A* conf
Efficient kernel synthesis for performance portable programming.
MICRO
Li-Wen Chang, Izzat El Hajj, Christopher I. Rodrigues, Juan Gómez-Luna, Wen-mei W. Hwu
2016 — conf
Evaluating the effect of last-level cache sharing on integrated GPU-CPU systems with heterogeneous applications.
IISWC
Victor Garcia, Juan Gómez-Luna, Thomas Grass, Alejandro Rico, Eduard Ayguadé, Antonio J. Peña
2016 J jnl
In-Place Matrix Transposition on GPUs.
IEEE Trans. Parallel Distributed Syst.
Juan Gómez-Luna, I-Jui Sung, Li-Wen Chang, José María González-Linares, Nicolás Guil, Wen-mei W. Hwu
2016 A* conf
KLAP: Kernel launch aggregation and promotion for optimizing dynamic parallelism.
MICRO
Izzat El Hajj, Juan Gómez-Luna, Cheng Li, Li-Wen Chang, Dejan S. Milojicic, Wen-mei W. Hwu
2015 J jnl
Calculation of dense trajectory descriptors on a heterogeneous embedded architecture.
J. Syst. Archit.
Julián Ramos Cózar, Manuel J. Marín-Jiménez, José María González-Linares, Nicolás Guil, Juan Gómez-Luna
2015 B conf
In-Place Data Sliding Algorithms for Many-Core Architectures.
ICPP
Juan Gómez-Luna, Li-Wen Chang, I-Jui Sung, Wen-mei W. Hwu, Nicolás Guil
2014 — conf
CUVLE: Variable-length encoding on CUDA.
DASIP
Antonio Fuentes-Alventosa, Juan Gómez-Luna, José María González-Linares, Nicolás Guil
2014 B conf
In-place transposition of rectangular matrices on accelerators.
PPoPP
I-Jui Sung, Juan Gómez-Luna, José María González-Linares, Nicolás Guil, Wen-mei W. Hwu
2014 — conf
Low-textured regions detection for improving stereoscopy algorithms.
HPCS
Salvador Ibarra-Delgado, Julián Ramos Cózar, José María González-Linares, Juan Gómez-Luna, Nicolás Guil
2013 — conf
A robust and low resource FPGA-based stereoscopic vision algorithm.
ReConFig
Salvador Ibarra-Delgado, Manuel Hernandez Calviño, Nicolás Guil Mata, Juan Gómez-Luna
2013 J jnl
An optimized approach to histogram computation on GPU.
Mach. Vis. Appl.
Juan Gómez-Luna, José María González-Linares, José Ignacio Benavides, Nicolás Guil
2013 J jnl
Performance Modeling of Atomic Additions on GPU Scratchpad Memory.
IEEE Trans. Parallel Distributed Syst.
Juan Gómez-Luna, José María González-Linares, José Ignacio Benavides Benítez, Nicolás Guil Mata
2013 C conf
Simulation and architecture improvements of atomic operations on GPU scratchpad memory.
ICCD
Gert-Jan van den Braak, Juan Gómez-Luna, Henk Corporaal, José María González-Linares, Nicolás Guil
2012 J jnl
Performance models for asynchronous data transfers on consumer Graphics Processing Units.
J. Parallel Distributed Comput.
Juan Gómez-Luna, José María González-Linares, José Ignacio Benavides, Nicolás Guil
2011 — conf
Egomotion compensation and moving objects detection algorithm on GPU.
PARCO
Juan Gómez-Luna, Holger Endt, Walter Stechele, José María González-Linares, José Ignacio Benavides, Nicolás Guil
2011 J jnl
Load Balancing versus Occupancy Maximization on Graphics Processing Units: The Generalized Hough Transform as a Case Study.
Int. J. High Perform. Comput. Appl.
Juan Gómez-Luna, José María González-Linares, José Ignacio Benavides, Emilio L. Zapata, Nicolás Guil Mata
2011 — conf
simARQ, An Automatic Repeat Request Simulator for Teaching Purposes.
IT Revolutions
Carlos García-García, Juan Gómez-Luna, Ezequiel Herruzo Gomez, José Ignacio Benavides Benítez
2010 — conf
Parallelizing and Optimizing LIP-Canny Using NVIDIA CUDA.
IEA/AIE (3)
Rafael Palomar, José M. Palomares, José M. Castillo, Joaquín Olivares, Juan Gómez-Luna
2009 — conf
FPGA Implementation of the Generalized Hough Transform.
ReConFig
Sergio Ruben Geninatti, José Ignacio Benavides Benítez, Manuel Hernandez Calviño, Nicolás Guil Mata, Juan Gómez-Luna
2009 J jnl
MESI Cache Coherence Simulator for Teaching Purposes.
CLEI Electron. J.
Juan Gómez-Luna, Ezequiel Herruzo, José Ignacio Benavides
2009 — conf
Parallelization of a Video Segmentation Algorithm on CUDA-Enabled Graphics Processing Units.
Euro-Par
Juan Gómez-Luna, José María González-Linares, José I. Benavides, Nicolás Guil
2008 B conf
Biprocessor SoC in an FPGA for Teaching Purposes.
ICALT
Joaquín Olivares, Juan Gómez-Luna, José M. Palomares, Miguel A. Montijano